{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2119c6b0-6f03-42ad-b487-e9da36d61a91",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              日期      3月      1年     10年\n",
      "1572  2025-02-10  1.4198  1.2582  1.6342\n",
      "1577  2025-02-11  1.4200  1.2667  1.6274\n",
      "1580  2025-02-12  1.4225  1.2671  1.6336\n",
      "1583  2025-02-13  1.4196  1.2846  1.6346\n",
      "1584  2025-02-14  1.4112  1.3795  1.6546\n",
      "1589  2025-02-17  1.4997  1.4190  1.6934\n",
      "1592  2025-02-18  1.5016  1.4580  1.7006\n",
      "1595  2025-02-19  1.4962  1.4619  1.6626\n",
      "1598  2025-02-20  1.5003  1.4758  1.6850\n",
      "1599  2025-02-21  1.5282  1.4797  1.7200\n",
      "1604  2025-02-24  1.5870  1.4802  1.7625\n",
      "1607  2025-02-25  1.6281  1.4671  1.7275\n",
      "1610  2025-02-26  1.5997  1.4537  1.7251\n",
      "利差统计信息:\n",
      "最小值: 0.10, 最大值: 1.11\n",
      "利差最小值出现在: 2025-02-25 00:00:00, 值为: 0.10\n",
      "利差最大值出现在: 2023-01-31 00:00:00, 值为: 1.11\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2400x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.dates as mdates\n",
    "import datetime\n",
    "\n",
    "# 获取当前日期往前推一年的日期范围\n",
    "end_date = datetime.datetime.now()\n",
    "start_date_str = '20250101'\n",
    "end_date_str = end_date.strftime('%Y%m%d')\n",
    "\n",
    "# 获取十年国债收益率数据\n",
    "yield_data_ary = [\n",
    "    # ak.bond_china_yield(start_date='20200101', end_date='20201231'),\n",
    "    # ak.bond_china_yield(start_date='20210101', end_date='20211231'),\n",
    "    # ak.bond_china_yield(start_date='20220101', end_date='20221231'),\n",
    "    ak.bond_china_yield(start_date='20230101', end_date='20231231'),\n",
    "    ak.bond_china_yield(start_date='20240101', end_date='20241231'),\n",
    "    ak.bond_china_yield(start_date=start_date_str, end_date=end_date_str)\n",
    "]\n",
    "bond_yield_data = pd.concat(yield_data_ary, ignore_index=True)\n",
    "\n",
    "# 打印数据样本\n",
    "print(bond_yield_data.loc[bond_yield_data['曲线名称'] == '中债国债收益率曲线', ['日期', '3月', '1年', '10年']].tail(13))\n",
    "\n",
    "# 提取十年、3个月和1年国债收益率\n",
    "ten_year_yield = bond_yield_data.loc[bond_yield_data['曲线名称'] == '中债国债收益率曲线', ['日期', '10年']]\n",
    "three_month_yield = bond_yield_data.loc[bond_yield_data['曲线名称'] == '中债国债收益率曲线', ['日期', '3月']]\n",
    "one_year_yield = bond_yield_data.loc[bond_yield_data['曲线名称'] == '中债国债收益率曲线', ['日期', '1年']]\n",
    "\n",
    "# 将日期列转换为日期时间类型\n",
    "ten_year_yield['日期'] = pd.to_datetime(ten_year_yield['日期'])\n",
    "three_month_yield['日期'] = pd.to_datetime(three_month_yield['日期'])\n",
    "one_year_yield['日期'] = pd.to_datetime(one_year_yield['日期'])\n",
    "\n",
    "# 设置日期列为索引\n",
    "ten_year_yield.set_index('日期', inplace=True)\n",
    "three_month_yield.set_index('日期', inplace=True)\n",
    "one_year_yield.set_index('日期', inplace=True)\n",
    "\n",
    "# 根据索引对齐来计算利差\n",
    "yield_spread = ten_year_yield['10年'] - three_month_yield['3月']\n",
    "\n",
    "# 打印利差的统计信息\n",
    "print(f\"利差统计信息:\\n最小值: {yield_spread.min():.2f}, 最大值: {yield_spread.max():.2f}\")\n",
    "\n",
    "# 创建图形和主坐标轴\n",
    "fig, ax1 = plt.subplots(figsize=(24, 6))\n",
    "x = ten_year_yield.index\n",
    "\n",
    "# 绘制十年国债收益率曲线（左Y轴）\n",
    "ax1.plot(x, ten_year_yield['10年'], label='10年国债收益率', color='blue')\n",
    "\n",
    "# 绘制3个月国债收益率曲线（左Y轴，橙色）\n",
    "ax1.plot(x, three_month_yield['3月'], label='3个月国债收益率', color='orange')\n",
    "\n",
    "# 绘制1年国债收益率曲线（左Y轴，绿色）\n",
    "ax1.plot(x, one_year_yield['1年'], label='1年国债收益率', color='green')\n",
    "\n",
    "ax1.set_xlabel('日期')\n",
    "ax1.set_ylabel('收益率 (%)', color='black')\n",
    "ax1.tick_params(axis='y', labelcolor='black')\n",
    "\n",
    "# 设置主坐标轴的日期格式\n",
    "date_format = mdates.DateFormatter('%Y-%m-%d')\n",
    "ax1.xaxis.set_major_formatter(date_format)\n",
    "plt.xticks(rotation=90)\n",
    "\n",
    "# 创建副坐标轴\n",
    "ax2 = ax1.twinx()\n",
    "\n",
    "# 绘制利差曲线（右Y轴）\n",
    "ax2.plot(x, yield_spread, label='利差（10年 - 3月）', color='red')\n",
    "\n",
    "# 标记利差的最小值和最大值\n",
    "min_value = yield_spread.min()\n",
    "max_value = yield_spread.max()\n",
    "min_index = yield_spread.idxmin()\n",
    "max_index = yield_spread.idxmax()\n",
    "\n",
    "# 打印最小值和最大值的位置\n",
    "print(f\"利差最小值出现在: {min_index}, 值为: {min_value:.2f}\")\n",
    "print(f\"利差最大值出现在: {max_index}, 值为: {max_value:.2f}\")\n",
    "\n",
    "# 在图中标记利差最小值\n",
    "ax2.annotate(f'最小值: {min_value:.2f}', xy=(min_index, min_value), xytext=(min_index, min_value + 0.05),\n",
    "             arrowprops=dict(facecolor='black', arrowstyle='->'), fontsize=8)\n",
    "\n",
    "# 在图中标记利差最大值\n",
    "ax2.annotate(f'最大值: {max_value:.2f}', xy=(max_index, max_value), xytext=(max_index, max_value - 0.05),\n",
    "             arrowprops=dict(facecolor='black', arrowstyle='->'), fontsize=8)\n",
    "\n",
    "ax2.set_ylabel('利差（10年 - 3月）', color='red')\n",
    "ax2.tick_params(axis='y', labelcolor='red')\n",
    "\n",
    "# 添加标题和图例\n",
    "plt.title('十年国债收益率、3个月国债收益率、1年国债收益率与利差对比图')\n",
    "lines1, labels1 = ax1.get_legend_handles_labels()\n",
    "lines2, labels2 = ax2.get_legend_handles_labels()\n",
    "plt.legend(lines1 + lines2, labels1 + labels2, loc='upper left')\n",
    "\n",
    "# 显示图形\n",
    "plt.show()\n"
   ]
  }
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